{"id":"W4414452267","doi":"","title":"DreamPet: Text Driven Controllable 3D Animal Generation using Gaussian Splatting","year":2025,"lang":"en","type":"other","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Social Robot Interaction and HRI","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Consistency (knowledge bases); Rendering (computer graphics); Polygon mesh; Key (lock); 3d model; Gaussian","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001279281,0.0003276189,0.0004264308,0.0003643302,0.0003724877,0.00026088,0.0005065165,0.0004703344,0.01570805],"category_scores_gemma":[0.0005004995,0.0003705286,0.0001820908,0.0003784542,0.0001293016,0.00008322772,0.0001598954,0.0004355973,0.0005604869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001525218,"about_ca_system_score_gemma":0.0002175859,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007741991,"about_ca_topic_score_gemma":0.005738384,"domain_scores_codex":[0.9952529,0.002993623,0.0004469656,0.000662321,0.0002605749,0.0003836212],"domain_scores_gemma":[0.9970831,0.0005494413,0.0005672646,0.001056657,0.0006181417,0.0001253958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007502695,0.0009470957,0.003451561,0.0001215048,0.000887436,0.0000286401,0.01191697,0.00003628309,0.01691439,0.34426,0.5650301,0.05633101],"study_design_scores_gemma":[0.001898165,0.000001249022,0.001152876,0.001925987,0.0002039826,0.00002028299,0.0006218667,0.01435879,0.002306831,0.0001487782,0.9765382,0.0008230165],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001127988,0.0009276402,0.03273193,0.002409671,0.001033957,0.0004327888,0.00006186429,0.0003451341,0.960929],"genre_scores_gemma":[0.03903781,0.0001033393,0.01743154,0.0003209561,0.0002878868,0.00004402302,0.0002898971,0.0002267458,0.9422578],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4115081,"threshold_uncertainty_score":0.9998747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02647714949665022,"score_gpt":0.3013633904451738,"score_spread":0.2748862409485236,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}